The invitation sat on Maya’s kitchen counter, a beacon of brightly colored paper promising a day of pure joy. Her best friend, Chloe, was having a pool party. But Maya had her own plans, meticulously crafted for weeks. A bonfire on the beach, with fairy lights strung between the palms.

Her fingers danced across her phone as she finalized the playlist, a curated blend of upbeat indie tunes and singalong classics. A silly grin plastered itself onto her face, stretching her cheeks. She was going to see all her favorite people, laughing around a crackling fire, sharing stories under the stars.

The thought made her practically bounce as she grabbed the phone and called the caterer. Everything was perfectly arranged, ready for a grand time. The sheer anticipation of the evening sent a shiver of excitement down her spine.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379